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softmax-regression

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AFAgarap / wisconsin-breast-cancer

Star 56

[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset

machine-learning tensorflow linear-regression scikit-learn machine-learning-algorithms supervised-learning classification logistic-regression support-vector-machine softmax-regression binary-classification nearest-neighbours-classifier multilayer-perceptron recurrent-neural-network
  • Updated Mar 24, 2023
  • Python

VuBacktracking / Coursera-Machine-Learning-Specialization

Star 22

Contains Optional Labs and Solutions of Programming Assignment for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2023) by Prof. Andrew NG

python machine-learning neural-network tensorflow linear-regression supervised-learning xgboost logistic-regression gradient-descent decision-trees unsupervised-learning softmax-regression andrew-ng coursera-specialization andrew-ng-machine-learning
  • Updated Sep 24, 2023
  • Jupyter Notebook

arnejad / multiclass-classification

Star 6

Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB

machine-learning machine-learning-algorithms naive-bayes-classifier softmax-regression from-scratch multiclass-classification multinomial-regression gaussian-classifier bayesian-logistic-regression weighted-logistic-regression
  • Updated Apr 8, 2020
  • MATLAB

williamd4112 / simple-linear-classification

Star 6

A python implementation of linear classification algorithm (including Probabilistic Generative Model, Probabilistic Discriminative Model). (See Pattern Recognition and Machine Learning, Bishop)

machine-learning regression artificial-intelligence pca classification logistic-regression lda softmax-regression bishop newton-raphson irls probabilistic-generative-model probabilistic-discriminative
  • Updated Apr 11, 2017
  • Python

spChalk / Vaccine-Sentiment-Classifier

Star 5

💉 Vaccine Sentiment Classifier is a deep learning classifier trained on real world twitter data, that distinguishes 3 types of tweets: Neutral, Anti-vax & Pro-vax.

n-grams lstm gru bag-of-words tf-idf data-preprocessing attention-mechanism roc-curve data-cleaning softmax-regression hyperparameter-tuning bert learning-curve imbalanced-data classification-report bidirectional-rnn count-vectorizer glove-embeddings hashing-vectorizer optuna
  • Updated Sep 22, 2022
  • Jupyter Notebook

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